Coil compression in simultaneous multislice functional MRI with concentric ring slice‐GRAPPA and SENSE

Simultaneous multislice (SMS) imaging is a useful way to accelerate functional magnetic resonance imaging (fMRI). As acceleration becomes more aggressive, an increasingly larger number of receive coils are required to separate the slices, which significantly increases the computational burden. We propose a coil compression method that works with concentric ring non‐Cartesian SMS imaging and should work with Cartesian SMS as well. We evaluate the method on fMRI scans of several subjects and compare it to standard coil compression methods.

[1]  Nicholas R Zwart,et al.  Spiral trajectory design: A flexible numerical algorithm and base analytical equations , 2014, Magnetic resonance in medicine.

[2]  G. R. Duensing,et al.  The MRI Eigencoil: 2N-Channel SNR with N-Receivers , 2003 .

[3]  Robin M Heidemann,et al.  Direct parallel image reconstructions for spiral trajectories using GRAPPA , 2006, Magnetic resonance in medicine.

[4]  Himanshu Bhat,et al.  7285 A general Hierarchical Mapping Framework ( HMF ) for coil compression , 2013 .

[5]  Michael Elad,et al.  ESPIRiT—an eigenvalue approach to autocalibrating parallel MRI: Where SENSE meets GRAPPA , 2014, Magnetic resonance in medicine.

[6]  Kawin Setsompop,et al.  Interslice leakage artifact reduction technique for simultaneous multislice acquisitions , 2014, Magnetic resonance in medicine.

[7]  Karl J. Friston,et al.  Analysis of fMRI Time-Series Revisited—Again , 1995, NeuroImage.

[8]  Jeffrey A. Fessler,et al.  Nonuniform fast Fourier transforms using min-max interpolation , 2003, IEEE Trans. Signal Process..

[9]  Thorsten Feiweier,et al.  Reducing sensitivity losses due to respiration and motion in accelerated echo planar imaging by reordering the autocalibration data acquisition , 2016, Magnetic resonance in medicine.

[10]  D. Sodickson,et al.  Comprehensive quantification of signal‐to‐noise ratio and g‐factor for image‐based and k‐space‐based parallel imaging reconstructions , 2008, Magnetic resonance in medicine.

[11]  Jeffrey A. Fessler,et al.  Spatial resolution properties of penalized-likelihood image reconstruction: space-invariant tomographs , 1996, IEEE Trans. Image Process..

[12]  Peter Boesiger,et al.  Array compression for MRI with large coil arrays , 2007, Magnetic resonance in medicine.

[13]  Wang Zhan,et al.  Simultaneous perfusion and BOLD imaging using reverse spiral scanning at 3T: Characterization of functional contrast and susceptibility artifacts , 2002, Magnetic resonance in medicine.

[14]  P. Boesiger,et al.  SENSE: Sensitivity encoding for fast MRI , 1999, Magnetic resonance in medicine.

[15]  Thomas Ernst,et al.  Three‐dimensional Fourier encoding of simultaneously excited slices: Generalized acquisition and reconstruction framework , 2014, Magnetic resonance in medicine.

[16]  J. Pauly,et al.  A homogeneity correction method for magnetic resonance imaging with time-varying gradients. , 1991, IEEE transactions on medical imaging.

[17]  G. Glover,et al.  Physiological noise in oxygenation‐sensitive magnetic resonance imaging , 2001, Magnetic resonance in medicine.

[18]  Gary H. Glover,et al.  Spiral imaging in fMRI , 2012, NeuroImage.

[19]  Kang Wang,et al.  Design of k‐space channel combination kernels and integration with parallel imaging , 2014, Magnetic resonance in medicine.

[20]  Yu Li,et al.  A software channel compression technique for faster reconstruction with many channels. , 2008, Magnetic resonance imaging.

[21]  J. Polimeni,et al.  Blipped‐controlled aliasing in parallel imaging for simultaneous multislice echo planar imaging with reduced g‐factor penalty , 2012, Magnetic resonance in medicine.

[22]  Martin A. Lindquist,et al.  Modeling the hemodynamic response function in fMRI: Efficiency, bias and mis-modeling , 2009, NeuroImage.

[23]  Robin M Heidemann,et al.  Generalized autocalibrating partially parallel acquisitions (GRAPPA) , 2002, Magnetic resonance in medicine.

[24]  Thomas Ernst,et al.  Simultaneous Multi-Slice fMRI using spiral trajectories , 2014, NeuroImage.

[25]  Michael Lustig,et al.  Coil compression for accelerated imaging with Cartesian sampling , 2013, Magnetic resonance in medicine.

[26]  Scott B King,et al.  Optimum SNR data compression in hardware using an Eigencoil array , 2010, Magnetic resonance in medicine.

[27]  Jeffrey A. Fessler,et al.  Fast, iterative image reconstruction for MRI in the presence of field inhomogeneities , 2003, IEEE Transactions on Medical Imaging.